Initial commit for extreme current notebook

Initial commit for extreme current notebook, not complete as yet, also updates readme.md
@birdage If I understood correctly this function exists to get a unique `station_id` column with, the corresponding `lon`, `lat`.  Correct?  If so, You could accomplish that with one line: `obs_loc_df.drop_duplicates(subset='station_id')`